YANAGAWA MASAHIRO 梁川雅弘

… Alternative Names

Yanagawa Masahiro 梁川雅弘

YANAGAWA Masahiro 梁川雅弘

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Researcher Number	00546872
Other IDs	https://orcid.org/0000-0002-0911-6769
Affiliation (Current)	2024: 大阪大学, 大学院医学系研究科, 准教授
Affiliation (based on the past Project Information) *help	2024: 大阪大学, 大学院医学系研究科, 准教授 2022 – 2023: 大阪大学, 大学院医学系研究科, 講師 2019 – 2021: 大阪大学, 医学系研究科, 講師 2018: 大阪大学, 医学系研究科, 助教 2016: 大阪大学, 医学系研究科, 助教 … More 2012 – 2015: 大阪大学, 医学(系)研究科(研究院), 助教 2012: 大阪大学, 医学系研究科, 助教 2011: 大阪大学, 医学部附属病院, 医員 Less
Review Section/Research Field	Principal Investigator Basic Section 52040:Radiological sciences-related / Radiation science Except Principal Investigator Basic Section 52040:Radiological sciences-related / Basic Section 90130:Medical systems-related / Radiation science
Keywords	Principal Investigator 肺癌 / 人工知能 / 肺腺癌 / 診断能 / Vision transformer / 遺伝子 / LIME / Vision Transformer / PD-L1 / 超高精細CT … More / 予後 / ニューラルネットワーク / 浸潤成分 / 病理組織診断 / CT / tumor perfusion / Radioactive water PET / lung cancer / Bevacizumab / radioactive water PET/CT / VEGF / 水PET/CT / 腫瘍血流 / 日本 / 3次元画像解析 / 病理学的国際新分類 / 3 次元画像解析 / すりガラス成分 / 病理学的非浸潤部 / 病理学的浸潤部 / 病理学的国際分類 … More Except Principal Investigator 間質性肺疾患 / 間質性肺異常影 / フォトンカウンティングCT / 超高精細CT / MRI / 病理学的完全奏功 / 術前化学療法 / 乳癌 / Radiogenomics / 説明可能なAI / コンピュータ支援診断 / 異常検知 / VAE / RECIST / マルチスライスCT / ボリュームデータ / 三次元的体積測定法 / ＲＥＣＩＳＴ / マルチスライスＣＴ / 治療効果判定法 / 非小細胞肺癌 Less

超高精細CTおよびフォトンカウンティングCTによる間質性肺異常影の早期線維化検出
- Principal Investigator
  
  富山憲幸
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Osaka University
Construction of Radiogenomics Prediction Model for Pathological Complete Response after Preoperative Chemotherapy for Breast Cancer
- Principal Investigator
  
  徳田由紀子
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Osaka University
Development of a general-purpose computer-aided diagnosis system using VAE that can be used for a small number of cases
- Principal Investigator
  
  木戸尚治
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Osaka University
超高精細CTの新しい肺癌画像解析法の確立：診断能に寄与する画像因子探索とAI解析Principal Investigator
- Principal Investigator
  
  梁川雅弘
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Osaka University
Establishment of artificial intelligence (deep learning) system for histological diagnosis and prediction of malignancy in lung cancerPrincipal Investigator
- Principal Investigator
  
  Yanagawa Masahiro
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Osaka University
Biomarker and CT volumetry for the evaluation of NSCLC after chemotherapy
- Principal Investigator
  
  NORIYUKI TOMIYAMA
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Radiation science
- Research Institution
  Osaka University
Establishment of tumor blood flow imaging to predict the chemotherapy effect for lung canerPrincipal Investigator
- Principal Investigator
  
  Yanagawa Masahiro
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Radiation science
- Research Institution
  Osaka University
Software development and three-dimensional quantitative analysis to establish multidisciplinary diagnosis for pulmonary adenocarcinomaPrincipal Investigator
- Principal Investigator
  
  YANAGAWA Masahiro
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Radiation science
- Research Institution
  Osaka University

All 2023 2022 2021 2020 2019 2018 2016 2015 2014 2013 2012 2011 Other

All Journal Article Presentation Book

[Book] マネジメントに苦慮する疾患　2.肺のすりガラス状結節に対するマネジメント2020
- Author(s)
  梁川雅弘、富山憲幸
- Total Pages
  8
- Publisher
  日独医報
- Data Source
  KAKENHI-PROJECT-18K07713
[Book] Nuclear Oncology Chapter 32: Assessment of Response to Antitumor Treatment2014
- Author(s)
  Masahiro Yanagawa, Noriyuki Tomiyama, Tadashi Watabe, Kayako Isohashi, and Jun Hatazawa
- Publisher
  Lippincott Williams & Wilkins
- Data Source
  KAKENHI-PROJECT-25861092
[Journal Article] 人工知能による肺結節の診断2022
- Author(s)
  梁川雅弘，鈴木裕紀，木戸尚治，富山憲幸
- Journal Title
  
  画像診断
  
  Volume: 42 Pages: 549-558
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] Segmentation of Lung Nodules on CT Images Using a Nested Three-Dimensional Fully Connected Convolutional Network2022
- Author(s)
  Shoji Kido, Shunske Kidera, Yasushi Hirano, Shingo Mabu, Tohru Kamiya, Nobuyuki Tanaka, Yuki Suzuki, Masahiro Yanagawa, Noriyuki Tomiyama
- Journal Title
  
  Frontiers in Artificial Intelligence
  
  Volume: 5 Pages: 782225-782225
- DOI
  10.3389/frai.2022.782225
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K12120, KAKENHI-PROJECT-21H03840
[Journal Article] 肺癌―肺癌新時代における一般内科医の役割―AIによる画像診断2022
- Author(s)
  梁川雅弘
- Journal Title
  
  Medical Practice
  
  Volume: 39
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07672
[Journal Article] 研究最前線　超空間分解能画像が画像診断学に与える可能性2022
- Author(s)
  梁川雅弘
- Journal Title
  
  大阪大学放射線科学基盤機構　機関誌「孟宗竹」
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07672
[Journal Article] Segmentation of Diffuse Lung Abnormality Patterns on Computed Tomography Images using Partially Supervised Learning2022
- Author(s)
  Yuki Suzuki, Shoji Kido, Shingo Mabu, Masahiro Yanagawa, Noriyuki Tomiyama, Yoshinobu Sato
- Journal Title
  
  Advanced Biomedical Engineering
  
  Volume: 11 Issue: 0 Pages: 25-36
- DOI
  10.14326/abe.11.25
- NAID
  130008154494
- ISSN
  2187-5219
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K12120, KAKENHI-PROJECT-21H03840
[Journal Article] Radiologists with and without deep learning-based computer-aided diagnosis: comparison of performance and interobserver agreement for characterizing and diagnosing pulmonary nodules/masses2022
- Author(s)
  Wataya T, Yanagawa M, Tsubamoto M, Sato T, Nishigaki D, Kita K, Yamagata K, Suzuki Y, Hata A, Kido S, Tomiyama N
- Journal Title
  
  European Radiology
  
  Volume: 33 Issue: 1 Pages: 348-359
- DOI
  10.1007/s00330-022-08948-4
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H03840
[Journal Article] 放射線科スーパーセレクション2022：肺結節の画像診断に必要な定量的解析と人工知能解析2022
- Author(s)
  梁川雅弘
- Journal Title
  
  臨床画像
  
  Volume: 38
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07672
[Journal Article] 人工知能による肺結節の診断2022
- Author(s)
  梁川雅弘、鈴木裕紀、木戸尚治、富山憲幸
- Journal Title
  
  画像診断
  
  Volume: 42
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07672
[Journal Article] 【CT再入門-新技術で何がわかる?-】超高精細CTの活用癌の病期分類への影響肺癌(特にT因子)2021
- Author(s)
  梁川雅弘、富山憲幸
- Journal Title
  
  画像診断
  
  Volume: 41 Pages: 964-965
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K07672
[Journal Article] Diagnostic performance for pulmonary adenocarcinoma on CT: comparison of radiologists with and without three-dimensional convolutional neural network.2021
- Author(s)
  Yanagawa M, Niioka H, Kusumoto M, Awai K, Tsubamoto M, Satoh Y, Miyata T, Yoshida Y, Kikuchi N, Hata A, Yamasaki S, Kido S, Nagahara H, Miyake J, Tomiyama N.
- Journal Title
  
  European Radiology
  
  Volume: 31 Issue: 4 Pages: 1978-1986
- DOI
  10.1007/s00330-020-07339-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K07713, KAKENHI-PROJECT-20H03908, KAKENHI-PROJECT-21H03840
[Journal Article] 肺癌の定量的CT診断2019
- Author(s)
  梁川雅弘、富山憲幸
- Journal Title
  
  肺癌
  
  Volume: 59 Issue: 1 Pages: 29-36
- DOI
  10.2482/haigan.59.29
- NAID
  130007607426
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K07713
[Journal Article] CTの被曝低減技術－逐次近似再構成法と人工知能を用いた画像再構成法ー2019
- Author(s)
  梁川雅弘
- Journal Title
  
  Respiratory medicine
  
  Volume: 35 Pages: 446-454
- NAID
  40021918811
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K07713
[Journal Article] Application of deep learning (3-dimensional convolutional neural network) for the prediction of pathological invasiveness in lung adenocarcinoma: A preliminary study.2019
- Author(s)
  Yanagawa M, Niioka H, Hata A, Kikuchi N, Honda O, Kurakami H, Morii E, Noguchi M, Watanabe Y, Miyake J, Tomiyama N
- Journal Title
  
  Medicine (Baltimore)
  
  Volume: 98 Issue: 25 Pages: e16119-e16119
- DOI
  10.1097/md.0000000000016119
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K07713
[Journal Article] Using Deep Learning Systems to Radiologically Predict Pathologic Invasiveness in Lung Adenocarcinoma.2018
- Author(s)
  Yanagawa M, Tomiyama N.
- Journal Title
  
  IASLC LUNG CANCER NEWS
  
  Volume: V3(N2) Pages: 8-14
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K07713
[Journal Article] Prognostic Importance of Volumetric Measurements in Stage I Lung Adenocarcinoma.2014
- Author(s)
  Yanagawa M, Tanaka Y, Leung AN, Morii E, Kusumoto M, Watanabe S, Watanabe H, Inoue M, Okumura M, Gyobu T, Ueda K, Honda O, Sumikawa H, Johkoh T, Tomiyama N.
- Journal Title
  
  Radiology
  
  Volume: 272 Pages: 557-67
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] 正常胸部単純X線写真のみを用いた胸部異常病変検出手法の開発2023
- Author(s)
  佐藤淳哉, 鈴木裕紀, 秦明典, 梁川雅弘, 富山憲幸, 木戸尚治
- Organizer
  第14回呼吸機能イメージング研究学術集会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] ３次元ヨード密度ヒストグラムテクスチャー解析による低・高リスク胸腺腫の鑑別2023
- Author(s)
  土居秀平, 梁川雅弘，秦明典，菊地紀子，吉田悠里子，大平亮介，山形和樹，二宮啓輔，木戸尚治，富山憲幸
- Organizer
  第14回呼吸機能イメージング研究学術集会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] fine-tuningを用いたCT画像の甲状腺セグメンテーション2022
- Author(s)
  26.山形和樹，喜多洸介，西垣大毅，小田惣也，綿谷朋大，鈴木裕紀，梁川雅弘，木戸尚治，富山憲幸
- Organizer
  第41回日本画像医学会
- Data Source
  KAKENHI-PROJECT-21H03840
[Presentation] ワークショップ14「高精度画像が肺癌診療にもたらすもの」超高精細CTが肺癌画像診断に与える影響：形態および定量評価2022
- Author(s)
  梁川雅弘
- Organizer
  第63回日本肺癌学会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 総合診療セミナー（生涯教育・研修医セミナー）「肺癌個別化医療における画像診断」、呼吸器画像診断におけるAIとの付き合い方2022
- Author(s)
  梁川雅弘
- Organizer
  第41回日本画像医学会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] Imaging Diagnosis as Biomarkers for Lung Cancer with Driver Oncogene Mutation / Gene Translocation in the Era of Personalized Medicine.2022
- Author(s)
  Yanagawa M, Hata A, Kikuchi N, Yoshida Y, Yamagata K, Doi S, Ninomiya K, Ohira R, Tomiyama N.
- Organizer
  Radiological Society of North America 108th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] Symposium23 Gene and diagnostic imaging：Role and current status of diagnostic imaging in the era of genomic medicine：CT Imaging for Gene Prediction in Lung Cancer.2022
- Author(s)
  Yanagawa M.
- Organizer
  The 81th Annual Meeting of the Japan Radiological Society.
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 富士フィルムヘルスケア株式会社　共催セミナー16　 AIを用いた画像診断の質の向上を目指して2022
- Author(s)
  梁川雅弘
- Organizer
  第58回日本医学放射線学会秋季臨床大会
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] シンポジウム1　AI 画像診断支援技術：臨床応用の最前線　胸部領域における AI 画像診断支援技術2022
- Author(s)
  梁川雅弘
- Organizer
  第58回日本医学放射線学会秋季臨床大会
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 「計算生命科学の基礎９」胸部画像診断におけるAI：臨床応用、今後AIに期待すること2022
- Author(s)
  梁川雅弘
- Organizer
  遠隔インタラクティブ講義　神戸大学計算科学教育研究センター
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] High-Spatial-Resolution CT from Normal-Resolution to Super High-Resolution data: Influence on Pathological Invasiveness Prediction of Lung Adenocarcinoma with Machine-Learning Radiomics Software.2022
- Author(s)
  Yanagawa M, Moriya H, Sumikawa H, Tsuchiya N, Ohno Y, Iwasawa T, Hata A, Nagatani Y, Tomiyama N.
- Organizer
  Radiological Society of North America 108th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] コアセッション１「肺癌個別化医療における画像診断」肺癌の画像診断のためのAI2022
- Author(s)
  梁川雅弘
- Organizer
  第13回呼吸機能イメージング研究会
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] Thoracic Imaging on High-Spatial-Resolution CT: From Image Quality to Diagnostic Performance.2021
- Author(s)
  Yanagawa M
- Organizer
  The 18th Asian Oceanian Congress of Radiology.
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] Throacic & AI Session 2-Thoracic imaging: Application of AI to diagnostic imaging.2021
- Author(s)
  Yanagawa M
- Organizer
  The 71th Royal Australian and New Zealand College of Radiologists Virtual Annual Scientific Meeting
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 学術委員会企画シンポジウム1「小型肺癌の標準治療はどう変わる？」小型肺癌の浸潤度評価：画像学的浸潤巣や結節周囲環境について2021
- Author(s)
  梁川雅弘
- Organizer
  第62回日本肺癌学会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] Diagnostic imaging of the chest: from basics to the latest technology. Up-To-Date Diagnostic Imaging of Lung Cancer by CT:Focused on Lung Adenocarcinoma.2021
- Author(s)
  Yanagawa M
- Organizer
  The 18th Asian Oceanian Congress of Radiology.
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] Quantitative Analysis and AI Analysis for Diagnostic Imaging of Pulmonary Nodules.2021
- Author(s)
  Yanagawa M
- Organizer
  The 80th Annual Meeting of the Japan Radiological Society.
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] Chest CT Imaging: From Classical CT Signs To Up-To-Date CT Features.2021
- Author(s)
  Yanagawa M, Hata A, Kikuchi N, Miyata T, Yoshida Y, Yamagata K, Doi S, Ninomiya K, Tomiyama N.
- Organizer
  Radiological Society of North America 107th Scientific Assembly and Annual Meeting (Hybrid meeting).
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 医療分野における人工知能の現状と将来：肺癌や前立腺癌などの画像診断への応用2021
- Author(s)
  梁川雅弘
- Organizer
  第100回西宮地域医療連携Webセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 会長企画シンポジウム「肺腺癌の発生と進展、わかったこと、わからないこと」浸潤巣を意識した肺腺癌の画像診断 Up To Date2021
- Author(s)
  梁川雅弘
- Organizer
  第62回日本肺癌学会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] 超高精細CTによる胸部画像診断の可能性：肺の解剖学的構造の見え方と肺腺癌診断能への影響2021
- Author(s)
  梁川雅弘
- Organizer
  Advanced Imaging Seminar 2021
- Invited
- Data Source
  KAKENHI-PROJECT-21K07672
[Presentation] シンポジウム：「肺癌検診及び診断の現状と今後の課題：X線、CT、PET、AIを含めて」：肺癌診断の最前線：CT・AI診断とマネジメント2020
- Author(s)
  梁川雅弘
- Organizer
  第39回日本画像医学会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] Elucidation of a Black Box using Gradient-Weighted Class Activation Maps (Grad-CAMs): What Aspects of CT Images Does Deep Learning See?2020
- Author(s)
  Yanagawa M, Niioka H, Yamasaki S, Miyata T, Yoshida Y, Hata A, Satoh Y, Miyake J, Nagahara H, Tomiyama N.
- Organizer
  The 79th Annual Meeting of the Japan Radiological Society
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 胸部腫瘍におけるAIを用いた画像診断：現状と将来2020
- Author(s)
  梁川雅弘
- Organizer
  第88回成人病公開講座
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] KCR-JRS Conjoint Session ‘AI for Thoracic Imaging’2020
- Author(s)
  Yanagawa M
- Organizer
  The 79th Annual Meeting of the Japan Radiological Society
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 胸部画像診断における人工知能応用：悪性度や予後の予測、画質向上など2020
- Author(s)
  梁川雅弘
- Organizer
  第12回呼吸機能イメージング研究会学術集会
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 胸部CT画像の基礎：診断のポイントから最新情報まで2020
- Author(s)
  梁川雅弘
- Organizer
  本放射線技術学会近畿支部ステップアップ臨床セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] Resident Seminar ‘Thoracic Imaging using AI for Residents’2020
- Author(s)
  Yanagawa M
- Organizer
  The 79th Annual Meeting of the Japan Radiological Society
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 死後画像診断学　総論　CT画像の基礎2020
- Author(s)
  梁川雅弘
- Organizer
  令和元年度死因究明学コース
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 「肺腺癌の浸潤を考える」部分充実型結節を示す肺腺癌の浸潤について2019
- Author(s)
  梁川雅弘
- Organizer
  第45回肺癌診断会
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] Prediction of Prognosis in Part-solid Ground-Glass Nodules using Deep Learning System: Validation Analyses of Prognostic Results by Automated Volumetric Analysis.2019
- Author(s)
  梁川雅弘、新岡宏彦、渡邉嘉之、本多修、秦明典、菊地紀子、宮田知、吉田悠里子、三宅淳、富山憲幸
- Organizer
  第78会日本医学放射線学会総会
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 人工知能は肺癌のどこを見て診断しているのか？－ブラックボックスからホワイトボックスへの架け橋―2019
- Author(s)
  梁川雅弘
- Organizer
  Idiopathic Pulmonary Fibrosis Seminar
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] The Combination of Deep Learning Based Denoising and Iterative Reconstruction on Ultra-Low-Dose Chest CT: Image Quality and Lung-RADS Evaluation.2019
- Author(s)
  Hata A, Yanagawa M, Yoshida Y, Miyata T, Kikuchi N, Tsubamoto M, Honda O, Tomiyama N.
- Organizer
  Radiological Society of North America 105th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] The Image Quality of the Newest Deep Learning Image Reconstruction on Chest CT.2019
- Author(s)
  Hata A, Yanagawa M, Yoshida Y, Miyata T, Kikuchi N, Honda O, Tomiyama N. The Image Quality of the Newest Deep Learning Image Reconstruction on Chest CT.
- Organizer
  Radiological Society of North America 105th Scientific Assembly and Annual Meeting.
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 「講演1　テーマ：胸部領域の診断」　胸部腫瘍性病変の画像診断 Up-To-Date2019
- Author(s)
  梁川雅弘
- Organizer
  第22回関西Radiology Update講演会
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 画像定量化や人工知能を用いた肺癌の画像診断2018
- Author(s)
  梁川雅弘
- Organizer
  胸部腫瘍画像研究会
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] Quantitative Imaging of Pulmonary Nodules: Current Status and Future.2018
- Author(s)
  Yanagawa M.
- Organizer
  Korea Congress of Radiology.
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 人工知能（深層学習）を用いた肺癌の画像診断：上皮内腺癌（AIS）、微少潤性腺癌（MIA）、浸潤性腺癌（IVA）の鑑別2018
- Author(s)
  梁川雅弘、新岡宏彦、大東寛典、田川聖一、本多修、秦明典、菊地紀子、宮田知、三宅淳、富山憲幸
- Organizer
  第10回呼吸機能イメージング研究会学術集会
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] Quantitative Imaging of Pulmonary Nodules for Chest Radiologists.2018
- Author(s)
  Yanagawa M.
- Organizer
  Imaging in Hawaii
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 人工知能が導く「肺癌の画像診断」：悪性度や予後予測への応用2018
- Author(s)
  梁川雅弘
- Organizer
  第14回横断的腫瘍フォーラム
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] 肺癌の画像解析:定量化や人工知能が導くこれからの画像診断2018
- Author(s)
  梁川雅弘
- Organizer
  第42回新潟肺癌研究会総会
- Invited
- Data Source
  KAKENHI-PROJECT-18K07713
[Presentation] Quantification of Pulmonary Nodule: Prediction of Malignancy and Prognosis.2016
- Author(s)
  Yanagawa M, Honda O, Kikuchi N, Hata A, Tomiyama N.
- Organizer
  Radiological Society of North America 102th Scientific Assembly and Annual Meeting.
- Place of Presentation
  Chicago, U.S.A.
- Year and Date
  2016-11-27
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] 「肺癌の画像診断を再考する－MDCTとPET/CTの時代―」　肺腺癌国際新分類のCT画像：形態学的評価から定量的評価2015
- Author(s)
  梁川雅弘
- Organizer
  第56回日本肺癌学会学術集会
- Place of Presentation
  横浜
- Year and Date
  2015-11-14
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] Radiological Prediction About Tumor Invasiveness of Lung Adenocarcinoma on High Resolution CT.2015
- Author(s)
  Yanagawa M, Johkoh T, Noguchi M, Morii E, Ueda K, Masada M, Gyobu T, Hata A, Honda O, Tomiyama N.
- Organizer
  Radiological Society of North America 101th Scientific Assembly and Annual Meeting.
- Place of Presentation
  Chicago, U.S.A.
- Year and Date
  2015-11-29
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] 肺癌血流の画像学的定量解析：CT perfusion & Radioactive water-PETの臨床応用2015
- Author(s)
  梁川雅弘
- Organizer
  第8回横断的腫瘍フォーラム
- Place of Presentation
  Osaka, Japan.
- Year and Date
  2015-07-06
- Data Source
  KAKENHI-PROJECT-25861092
[Presentation] Dynamic 水PET/CT：Monitoring Response to Antiangiogenic Therapy of Non-Small Cell Lung Cancer: the Relationship between Tumor Blood Flow and the Prognosis2015
- Author(s)
  梁川　雅弘
- Organizer
  第6回Anti-Angiogenesis Biomarker conference
- Place of Presentation
  大阪
- Year and Date
  2015-04-06
- Data Source
  KAKENHI-PROJECT-25861092
[Presentation] 「肺癌の画像診断Updata：見る、観る、診る」2015
- Author(s)
  梁川　雅弘
- Organizer
  第18回関西 Radiology Update 講演会
- Place of Presentation
  大阪
- Year and Date
  2015-03-14
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] 肺癌の画像診断 Update：見る、観る、診る2015
- Author(s)
  梁川　雅弘
- Organizer
  第18回関西 Radiology Update 講演会
- Place of Presentation
  大阪
- Year and Date
  2015-03-14
- Data Source
  KAKENHI-PROJECT-25861092
[Presentation] Change in thyroid gland perfusion after anti-VEGF therapy studied by means of 15O-H2O PET2015
- Author(s)
  松永恵子、梁川雅弘、渡部浩司、藤埜浩一、加藤弘樹、下瀬川恵久、畑澤順
- Organizer
  第55回日本核医学会学術総会
- Place of Presentation
  Yokohama, Japan.
- Year and Date
  2015-11-05
- Data Source
  KAKENHI-PROJECT-25861092
[Presentation] Monitoring Response to Antiangiogenic Therapy of Non-Small Cell Lung Cancer using 15O-water PET: the Relationship between Tumor Blood Flow and the Prognosis.2015
- Author(s)
  Yanagawa M, Matsunaga K, Kato H, Shimosegawa E, Honda O, Kijima T, Hirata H, Otsuka T, Kumanogoh A, Hatazawa J, Tomiyama N.
- Organizer
  Radiological Society of North America 101th Scientific Assembly and Annual Meeting.
- Place of Presentation
  Chicago, U.S.A.
- Year and Date
  2015-11-29
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25861092
[Presentation] PET using H215O in non-small cell lung cancer: quantitative evaluation of antiangiogenic therapy effects2014
- Author(s)
  Masahiro Yanagawa, Keiko Matsunaga, Hiroshi Watabe, Eku Shimoegawa,　Kouichi Fujino, Hiroki Kato, Ken Ueda, Yukihisa Sato, Toru Kanazawa, Shojiro Hidaka
- Organizer
  The 73st Annual Meeting of Japan Radiological Society
- Place of Presentation
  横浜、東京
- Data Source
  KAKENHI-PROJECT-25861092
[Presentation] アスペルギルス感染を合併した両側肺腺癌の一例2014
- Author(s)
  藤原万貴、坪井真悠子、日髙正二朗、上田賢、金澤達、梁川雅弘、本多修、南正人、森井英一、富山憲幸
- Organizer
  第28回胸部放射線研究会
- Place of Presentation
  神戸
- Year and Date
  2014-09-26
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] 微小肺結節を発見したら：診断、Follow-up、Volumetric CT dataの活用について2014
- Author(s)
  梁川雅弘
- Organizer
  第26回九州臨床画像解析研究会
- Place of Presentation
  福岡
- Year and Date
  2014-05-23
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] Monitoring response to antiangiogenic therapy of non-small cell lung cancer using 15O-water and PET.2013
- Author(s)
  Keiko Matsunaga, Hiroshi Watabe, Masahiro Yanagawa, Kouichi Fujino, Hiroki Kato, Eku Shimosegawa, Jun Hatazawa
- Organizer
  Society of Nuclear Medicine and Molecular Imaging 2013 Anuual meeting
- Place of Presentation
  Vancouver, BC, Canada
- Data Source
  KAKENHI-PROJECT-25861092
[Presentation] Management and Diagnostic Imaging for Minute Pulmonary Nodules with or without Ground-Glass Opacity2012
- Author(s)
  梁川　雅弘
- Organizer
  Radiological Society of North America 98th Scientific Assembly and Annual Meeting (RSNA 2012)
- Place of Presentation
  マコーミックプレイス・コンベンションセンター（USA）
- Data Source
  KAKENHI-PROJECT-23791417
[Presentation] 3次元定量的CT画像解析による予後予測：肺腺癌（病理学的病期分類I期）での検討2012
- Author(s)
  梁川　雅弘
- Organizer
  第71回日本医学放射線学会総会
- Place of Presentation
  パシフィコ横浜（横浜）
- Data Source
  KAKENHI-PROJECT-23791417
[Presentation] 3次元定量的CT画像解析による予後予測：肺腺癌（病理学的病期分類I期）での検討2011
- Author(s)
  梁川雅弘、井上匡美、澄川裕充、本多修、小山光博、奥村明之進、富山憲幸
- Organizer
  第52 回日本肺癌学会総会
- Place of Presentation
  大阪
- Data Source
  KAKENHI-PROJECT-23791417
[Presentation] Three-dimensional (3-D) quantitative analysis of preoperative CT images in pathological stage I pulmonary adenocarcinomas: Correlation with prognostic factors.2011
- Author(s)
  Yanagawa M, Tanaka Y, Morii E, Inoue M, Gyobu T, Kawata Y, Kawai M, Sumikawa H, Koyama M, Honda O, Johkoh T, Okumura M, Tomiyama N
- Organizer
  Radiological Society of North America 97th Scientific Assembly and Annual Meeting (RSNA 2011)
- Place of Presentation
  Chicago, U.S.A.
- Data Source
  KAKENHI-PROJECT-23791417
[Presentation] The latest Imaging Assessment for Anti-Tumor Therapy: therapeutic response for various tumors using PET/CT or PET/MRI.
- Author(s)
  Yanagawa M, Watabe T, Isohashi K, Honda O, Ueda K, Sumikawa H, Satoh Y, Kanazawa T, Hidaka S, Masada M, Hatazawa J, Tomiyama N.
- Organizer
  Radiological Society of North America 100th Scientific Assembly and Annual Meeting.
- Place of Presentation
  Chicago, U.S.A.
- Year and Date
  2014-11-30 – 2014-12-05
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] The latest Imaging Assessment for Anti-Tumor Therapy: therapeutic response for various tumors using PET/CT or PET/MRI.
- Author(s)
  Masahiro Yanagawa, Tadashi Watabe, Kayako Isohashi, Osamu Honda, Ken Ueda, Hiromitsu Sumikawa, Yukiihsa Satoh, Toru Kanazawa, Shojiro Hidaka, Maki Masada, Jun Hatazawa, Noriyuki Tomiyama
- Organizer
  Radiological Society of North America 100th Scientific Assembly and Annual Meeting.
- Place of Presentation
  Chicago(U.S.A)
- Year and Date
  2014-11-30 – 2014-12-05
- Data Source
  KAKENHI-PROJECT-25861092
[Presentation] Quantitative Evaluation of Tumor Invasiveness in Non-Mucinous Adenocarcinoma.
- Author(s)
  Yanagawa M, Johkoh T, Noguchi M, Morii E, Ueda K, Fujiwara M, Kanazawa T, Hidaka S, Honda O, Tomiyama N.
- Organizer
  The 15th Asian Oceanian Congress of Radiology.
- Place of Presentation
  Kobe, Japan
- Year and Date
  2014-09-24 – 2014-09-28
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] PET using H215O in non-small cell lung cancer: quantitative evaluation of antiangiogenic therapy effects.
- Author(s)
  Masahiro Yanagawa, Keiko Matsunaga, Hiroshi Watabe, Eku Shimosegawa, Koiichi Fujino, Hiroki Kato, Ken Ueda, Yukihisa Satoh, Toru Kanazawa, Shojiro Hidaka, Hiromitsu Sumikawa, Osamu Honda, Takashi Kijima, Jun Hatazawa, Noriyuki Tomiyama
- Organizer
  The 73nd Annual Meeting of the Japan Radiological Society.
- Place of Presentation
  横浜
- Year and Date
  2014-04-10 – 2014-04-13
- Data Source
  KAKENHI-PROJECT-25861092
[Presentation] 胸部腫瘍性病変の画像診断：肺腺癌、胸腺腫を中心に
- Author(s)
  梁川雅弘
- Organizer
  第54回日本核医学会学術総会
- Place of Presentation
  大阪
- Year and Date
  2014-11-07 – 2014-11-08
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] 肺腺癌新国際分類に基づいた肺結節内のCT値分布の定量解析
- Author(s)
  梁川雅弘、上甲剛、野口雅之、新谷康、奥村明之進、本多修、富山憲幸
- Organizer
  第55回日本肺癌学会学術集会　画像診断　教育講演2　肺縦隔
- Place of Presentation
  京都
- Year and Date
  2014-11-14 – 2014-11-15
- Data Source
  KAKENHI-PROJECT-26461790
[Presentation] PET using H215O in non-small cell lung cancer: quantitative evaluation of antiangiogenic therapy effects.
- Author(s)
  Yanagawa M, Matsunaga K, Watabe H, Shimoegawa E, Fujino K, Kato H, Ueda K, Sato Y, Kanazawa T, Hidaka S, Sumikawa H, Honda O, Kijima T, Hatazawa J, Tomiyama N.
- Organizer
  The 73nd Annual Meeting of the Japan Radiological Society.
- Place of Presentation
  Yokohama, Japan
- Year and Date
  2014-04-10 – 2014-04-13
- Data Source
  KAKENHI-PROJECT-26461790

1. NORIYUKI TOMIYAMA (50294070)

# of Collaborated Projects: 6 results

# of Collaborated Products: 28 results
2. 木戸尚治 (90314814)

# of Collaborated Projects: 3 results

# of Collaborated Products: 6 results
3. 鈴木裕紀 (20845599)

# of Collaborated Projects: 3 results

# of Collaborated Products: 5 results
4. 本多修 (80324755)

# of Collaborated Projects: 2 results

# of Collaborated Products: 13 results
5. 新岡宏彦 (70552074)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
6. 三宅淳 (70344174)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
7. 間普真吾 (70434321)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
8. 神谷亨 (80295005)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 平野靖 (90324459)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 森井英一 (10283772)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 徳田由紀子 (50522744)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 直居靖人 (30646211)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 秦明典 (10838600)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 平野綱彦

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

YANAGAWA MASAHIRO 梁川 雅弘

Yanagawa Masahiro 梁川 雅弘

YANAGAWA Masahiro 梁川 雅弘

Research Projects

Research Products

Co-Researchers

超高精細CTおよびフォトンカウンティングCTによる間質性肺異常影の早期線維化検出

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Construction of Radiogenomics Prediction Model for Pathological Complete Response after Preoperative Chemotherapy for Breast Cancer

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Development of a general-purpose computer-aided diagnosis system using VAE that can be used for a small number of cases

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超高精細CTの新しい肺癌画像解析法の確立：診断能に寄与する画像因子探索とAI解析Principal Investigator

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Establishment of artificial intelligence (deep learning) system for histological diagnosis and prediction of malignancy in lung cancerPrincipal Investigator

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Biomarker and CT volumetry for the evaluation of NSCLC after chemotherapy

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Establishment of tumor blood flow imaging to predict the chemotherapy effect for lung canerPrincipal Investigator

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Software development and three-dimensional quantitative analysis to establish multidisciplinary diagnosis for pulmonary adenocarcinomaPrincipal Investigator

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[Book] マネジメントに苦慮する疾患 2.肺のすりガラス状結節に対するマネジメント2020

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[Book] Nuclear Oncology Chapter 32: Assessment of Response to Antitumor Treatment2014

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[Journal Article] 人工知能による肺結節の診断2022

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[Journal Article] Segmentation of Lung Nodules on CT Images Using a Nested Three-Dimensional Fully Connected Convolutional Network2022

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[Journal Article] 肺癌―肺癌新時代における一般内科医の役割―AIによる画像診断2022

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[Journal Article] 研究最前線 超空間分解能画像が画像診断学に与える可能性2022

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YANAGAWA MASAHIRO 梁川雅弘

Yanagawa Masahiro 梁川雅弘

YANAGAWA Masahiro 梁川雅弘

[Book] マネジメントに苦慮する疾患　2.肺のすりガラス状結節に対するマネジメント2020

[Journal Article] 研究最前線　超空間分解能画像が画像診断学に与える可能性2022

[Journal Article] 【CT再入門-新技術で何がわかる?-】超高精細CTの活用癌の病期分類への影響肺癌(特にT因子)2021

[Presentation] ワークショップ14「高精度画像が肺癌診療にもたらすもの」超高精細CTが肺癌画像診断に与える影響：形態および定量評価2022